Helia Zandi Contact zandih@ornl.gov | 865.574.1619 Publications A Transfer Learning Strategy for Improving the Data Efficiency of Deep Reinforcement Learning Control in Smart Buildings February, 2024 Autonomous Anomaly Detection for MPC Forecasts of HVAC Systems in Residential Communities... February, 2024 Anomaly detection for MPC forecast in Fleet of Water Heaters December, 2023 The Empirical Effect of Fleet Optimization on Synchronization and Rebound Effects in Heat Pump Water Heaters November, 2023 Impact of Control on Availability and Cycling of Residential HVAC in a Real-World Experiment... November, 2023 Pagination Current page 1 Page 2 Page 3 … Next page ›› Last page Last » View All Key Links ORCID Organizations Computing and Computational Sciences Directorate Computational Sciences and Engineering Division Advanced Computing Methods for Engineered Systems Section Computational Systems Engineering and Cybernetics Group Energy Science and Technology Directorate Building Technologies Program User Facilities Building Technologies Research and Integration Center
A Transfer Learning Strategy for Improving the Data Efficiency of Deep Reinforcement Learning Control in Smart Buildings February, 2024
Autonomous Anomaly Detection for MPC Forecasts of HVAC Systems in Residential Communities... February, 2024
The Empirical Effect of Fleet Optimization on Synchronization and Rebound Effects in Heat Pump Water Heaters November, 2023
Impact of Control on Availability and Cycling of Residential HVAC in a Real-World Experiment... November, 2023